SKU110K

该数据集专注于密集零售场景的检测，包含了110,712个对象在11,762张图像中。每张图像的实例密度高达86个。名为SKU110K的数据集专为零售环境中的目标检测而设计，规模涵盖了11,762张图像，其任务是对零售场景进行检测。

This dataset is dedicated to object detection in dense retail scenarios. It comprises 110,712 object instances across 11,762 images, with an instance density of up to 86 per image. Named SKU110K, this dataset is specifically designed for object detection in retail environments, with its core task being retail scene object detection.

搜集汇总

背景与挑战

背景概述

SKU110K是一个专注于密集场景物体检测的数据集，特别适用于零售货架物品的识别。它包含110,000个类别，提供了边界框标签，并配套了创新的检测方法如Soft-IoU层和EM-Merger单元。